# Corrosion morphology prediction of civil infrastructure using a physics-constrained machine learning method

> Research article (Mechanical Systems and Signal Processing, 2023) · cited 23× · AI/ML

**Wikidata**: [openalex:W4381163783](https://www.wikidata.org/wiki/openalex:W4381163783)  
**Source**: https://4ort.xyz/entity/corrosion-morphology-prediction-of-civil-infrastructure-using-a-physics-constrained-machine-learning-method